Jakob Messner

Jakob Messner

Postdoc

DTU ELECTRICAL ENGINEERING
Department of Electrical Engineering

Technical University of Denmark

Elektrovej

Building 325, room 106

2800 Kgs. Lyngby

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Publications
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2017
 

Spatio-temporal precipitation climatology over complex terrain using a censored additive regression model

Stauffer, Reto ; Mayr, Georg J. ; Messner, Jakob ; Umlauf, Nikolaus ; Zeileis, Achim
in journal: International Journal of Climatology (ISSN: 0899-8418) (DOI: http://dx.doi.org/10.1002/joc.4913), vol: 37, issue: 7, pages: 3264-3275, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1002/joc.4913

 

Spatial ensemble post-processing with standardized anomalies

Dabernig, Markus ; Mayr, Georg J. ; Messner, Jakob ; Zeileis, Achim
in journal: Quarterly Journal of the Royal Meteorological Society (ISSN: 0035-9009) (DOI: http://dx.doi.org/10.1002/qj.2975), vol: 143, issue: 703, pages: 909-916, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1002/qj.2975

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Simultaneous ensemble postprocessing for multiple lead times with standardized anomalies

Dabernig, Markus ; Mayr, Georg J. ; Messner, Jakob ; Zeileis, Achim
in journal: Monthly Weather Review (ISSN: 0027-0644) (DOI: http://dx.doi.org/10.1175/MWR-D-16-0413.1), vol: 145, issue: 7, pages: 2523-2531, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1175/MWR-D-16-0413.1

 

Ensemble postprocessing of daily precipitation sums over complex terrain using censored high-resolution standardized anomalies

Stauffer, Reto ; Umlauf, Nikolaus ; Messner, Jakob ; Mayr, Georg J. ; Zeileis, Achim
in journal: Monthly Weather Review (ISSN: 0027-0644) (DOI: http://dx.doi.org/10.1175/MWR-D-16-0260.1), vol: 145, issue: 3, pages: 955-969, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1175/MWR-D-16-0260.1

 

Nonhomogeneous boosting for predictor selection in ensemble postprocessing

Messner, Jakob ; Mayr, Georg J. ; Zeileis, Achim
in journal: Monthly Weather Review (ISSN: 0027-0644) (DOI: http://dx.doi.org/10.1175/MWR-D-16-0088.1), vol: 145, issue: 1, pages: 137-147, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1175/MWR-D-16-0088.1

2016
 

Heteroscedastic censored and truncated regression with crch

Messner, Jakob ; Mayr, Georg J. ; Zeileis, Achim
in journal: R Journal, vol: 8, issue: 1, pages: 173-181, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016

2015
 

Predicting wind power with reforecasts

Dabernig, Markus ; Mayr, Georg J. ; Messner, Jakob
in journal: Weather and Forecasting (ISSN: 0882-8156) (DOI: http://dx.doi.org/10.1175/WAF-D-15-0095.1), vol: 30, issue: 6, pages: 1655-1662, 2015

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: http://dx.doi.org/10.1175/WAF-D-15-0095.1

2014
 

Probabilistic wind power forecasts with an inverse power curve transformation and censored regression

Messner, Jakob ; Zeileis, Achim ; Broecker, Jochen ; Mayr, Georg J.
in journal: Wind Energy (ISSN: 1095-4244) (DOI: http://dx.doi.org/10.1002/we.1666), vol: 17, issue: 11, pages: 1753-1766, 2014

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2014     |    DOI: http://dx.doi.org/10.1002/we.1666

 

Heteroscedastic extended logistic regression for postprocessing of ensemble guidance

Messner, Jakob ; Mayr, Georg J. ; Zeileis, Achim ; Wilks, Daniel S.
in journal: Monthly Weather Review (ISSN: 0027-0644) (DOI: http://dx.doi.org/10.1175/MWR-D-13-00271.1), vol: 142, issue: 1, pages: 448-456, 2014

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2014     |    DOI: http://dx.doi.org/10.1175/MWR-D-13-00271.1

 

Extending extended logistic regression

Messner, Jakob ; Mayr, Georg J. ; Wilks, Daniel S. ; Zeileis, Achim
in journal: Monthly Weather Review (ISSN: 0027-0644) (DOI: http://dx.doi.org/10.1175/MWR-D-13-00355.1), vol: 142, issue: 8, pages: 3003-3014, 2014

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2014     |    DOI: http://dx.doi.org/10.1175/MWR-D-13-00355.1